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Volumn 28, Issue 8, 2009, Pages 1223-1230

Automatic detection of pulmonary embolism in CTA images

Author keywords

Computed tomography (CT); Computed aided detection; Pulmonary embolism (PE)

Indexed keywords

AUTOMATIC DETECTION; COMPUTED TOMOGRAPHY (CT); COMPUTED-AIDED DETECTION; CONTRAST-ENHANCED CT; CT DATA; DATA SETS; EARLY DIAGNOSIS; FALSE DETECTIONS; FALSE POSITIVE; FEATURE COMPUTATION; NEW SYSTEM; PULMONARY EMBOLISM; PULMONARY EMBOLISM (PE); SHAPE AND SIZE; TREE CLASSIFIERS; VASCULAR TREES; VESSEL BOUNDARIES;

EID: 68249088951     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2009.2013618     Document Type: Article
Times cited : (61)

References (36)
  • 1
    • 3242729635 scopus 로고    scopus 로고
    • Epidemiology, diagnosis and therapy of pulmonary embolism
    • Apr
    • A. Pforte, "Epidemiology, diagnosis and therapy of pulmonary embolism," Eur. J. Med. Res., vol. 9, pp. 171-179, Apr. 2004.
    • (2004) Eur. J. Med. Res , vol.9 , pp. 171-179
    • Pforte, A.1
  • 2
    • 0026231089 scopus 로고
    • Lung scanning in the diagnosis of pulmonary embolism
    • J. Juni and A. Abass, "Lung scanning in the diagnosis of pulmonary embolism," in Proc. Nucl. Med., 1991, vol. 21, pp. 282-296.
    • (1991) Proc. Nucl. Med , vol.21 , pp. 282-296
    • Juni, J.1    Abass, A.2
  • 3
    • 0034764704 scopus 로고    scopus 로고
    • Computed tomography pulmonary angiography: Diagnostic pitfalls and artifacts
    • J. Ravenel, H. P. McAdams, and P. C. Goodman, "Computed tomography pulmonary angiography: Diagnostic pitfalls and artifacts," Appl. Radiol., vol. 30, no. 10, pp. 35-42, 2001.
    • (2001) Appl. Radiol , vol.30 , Issue.10 , pp. 35-42
    • Ravenel, J.1    McAdams, H.P.2    Goodman, P.C.3
  • 4
    • 0343183174 scopus 로고    scopus 로고
    • Interob-server agreement in the diagnosis of pulmonary embolism with helical CT
    • M. Domingo, L. Martí-Bonmatí, R. Dosdá, and Y. Pallardó, "Interob-server agreement in the diagnosis of pulmonary embolism with helical CT," Eur. J. Radiol., vol. 34, pp. 136-140, 2000.
    • (2000) Eur. J. Radiol , vol.34 , pp. 136-140
    • Domingo, M.1    Martí-Bonmatí, L.2    Dosdá, R.3    Pallardó, Y.4
  • 5
    • 60949099667 scopus 로고    scopus 로고
    • Spiral CT in the diagnosis of acute pulmonary embolism
    • I. Hartmann and M. Prokop, "Spiral CT in the diagnosis of acute pulmonary embolism," Medica Mundi, vol. 46, no. 3, pp. 2-11, 2002.
    • (2002) Medica Mundi , vol.46 , Issue.3 , pp. 2-11
    • Hartmann, I.1    Prokop, M.2
  • 6
    • 0032874595 scopus 로고    scopus 로고
    • Spiral CT angiography of the pulmonary circulation
    • Sep
    • M. Remy-Jardin and J. Remy, "Spiral CT angiography of the pulmonary circulation," Radiology (RSNA), vol. 212, pp. 615-636, Sep. 1999.
    • (1999) Radiology (RSNA) , vol.212 , pp. 615-636
    • Remy-Jardin, M.1    Remy, J.2
  • 7
    • 0034759629 scopus 로고    scopus 로고
    • Equipment availability and diagnostic strategies for suspected pulmonary embolism in Austria
    • N. Schibany et al., "Equipment availability and diagnostic strategies for suspected pulmonary embolism in Austria," Eur. Radiol., vol. 11, no. 11, pp. 2287-2294, 2001.
    • (2001) Eur. Radiol , vol.11 , Issue.11 , pp. 2287-2294
    • Schibany, N.1
  • 8
  • 9
    • 0034752863 scopus 로고    scopus 로고
    • Multislice CT imaging of pulmonary embolism
    • U. Schoepf et al., "Multislice CT imaging of pulmonary embolism," Eur. Radiol., vol. 11, no. 11, pp. 2278-2286, 2001.
    • (2001) Eur. Radiol , vol.11 , Issue.11 , pp. 2278-2286
    • Schoepf, U.1
  • 10
    • 33744503127 scopus 로고    scopus 로고
    • Multidetector computed tomography for acute pulmonary embolism
    • P. Stein et al., "Multidetector computed tomography for acute pulmonary embolism," New Engl. J. Med., vol. 354, no. 22, pp. 2317-2327, 2006.
    • (2006) New Engl. J. Med , vol.354 , Issue.22 , pp. 2317-2327
    • Stein, P.1
  • 11
    • 0036999660 scopus 로고    scopus 로고
    • Computerized detection of pulmonary embolism in spiral CT angiography based on volumetric image analysis
    • Dec
    • Y. Masutani, H. MacMahon, and K. Doi, "Computerized detection of pulmonary embolism in spiral CT angiography based on volumetric image analysis," IEEE Trans. Med. Imag., vol. 21, no. 12, pp. 1517-1523, Dec. 2002.
    • (2002) IEEE Trans. Med. Imag , vol.21 , Issue.12 , pp. 1517-1523
    • Masutani, Y.1    MacMahon, H.2    Doi, K.3
  • 12
    • 5644251772 scopus 로고    scopus 로고
    • A novel method for pulmonary emboli visualization from high-resolution CT images
    • E. Pichon, C. L. Novak, A. P. Kiraly, and D. P. Naidich, "A novel method for pulmonary emboli visualization from high-resolution CT images," in Proc. SPIE Med. Imag., 2004, vol. 5367, pp. 161-170.
    • (2004) Proc. SPIE Med. Imag , vol.5367 , pp. 161-170
    • Pichon, E.1    Novak, C.L.2    Kiraly, A.P.3    Naidich, D.P.4
  • 13
    • 68249123958 scopus 로고    scopus 로고
    • Computer-aided diagnosis of peripheral pulmonary emboli
    • M. Das et al., "Computer-aided diagnosis of peripheral pulmonary emboli," in Proc. RSNA, 2003.
    • (2003) Proc. RSNA
    • Das, M.1
  • 14
    • 41949122056 scopus 로고    scopus 로고
    • Computer-aided detection (CAD) of acute pulmonary emboli: Evaluation in patients without significant pulmonary disease
    • S. Digumarthy et al., "Computer-aided detection (CAD) of acute pulmonary emboli: Evaluation in patients without significant pulmonary disease," in Proc. RSNA, 2006.
    • (2006) Proc. RSNA
    • Digumarthy, S.1
  • 15
    • 68249103258 scopus 로고    scopus 로고
    • Computer-aided detection of pulmonary embolism on CT angiography: Initial experience
    • Z. Maizlin, P. Vos, M. Gody, and P. Cooperberg, "Computer-aided detection of pulmonary embolism on CT angiography: Initial experience," in Proc. Annu. Meeting RSNA, 2006.
    • (2006) Proc. Annu. Meeting RSNA
    • Maizlin, Z.1    Vos, P.2    Gody, M.3    Cooperberg, P.4
  • 16
    • 68249115963 scopus 로고    scopus 로고
    • S. Buhmann, P. Herzog, J. Stoeckel, M. Salganicoff, M. Wolf, M. F. Reiser, and C. R. Becker, Clinical evaluation of a CAD prototype for the detection of pulmonary embolism, in ECR, 2006.
    • S. Buhmann, P. Herzog, J. Stoeckel, M. Salganicoff, M. Wolf, M. F. Reiser, and C. R. Becker, "Clinical evaluation of a CAD prototype for the detection of pulmonary embolism," in ECR, 2006.
  • 17
    • 20344396614 scopus 로고    scopus 로고
    • Preliminary investigation of computer-aided detection of pulmonary embolism in 3-D CT pulmonary angiography
    • C. Zhou et al., "Preliminary investigation of computer-aided detection of pulmonary embolism in 3-D CT pulmonary angiography," Acad. Radiol, vol. 12, no. 6, pp. 782-792, 2005.
    • (2005) Acad. Radiol , vol.12 , Issue.6 , pp. 782-792
    • Zhou, C.1
  • 18
    • 33745134074 scopus 로고    scopus 로고
    • A comparison of 2D and 3-D evaluation methods for pulmonary embolism detection in CT images
    • A. Kiraly, "A comparison of 2D and 3-D evaluation methods for pulmonary embolism detection in CT images," in Proc. SPIE Med. Imag, 2006, vol. 6146.
    • (2006) Proc. SPIE Med. Imag , vol.6146
    • Kiraly, A.1
  • 20
    • 5644266180 scopus 로고    scopus 로고
    • Smoothing lung segmentation surfaces in 3-D X-ray CT images using anatomic guidance
    • S. Ukil and J. M. Reinhardt, "Smoothing lung segmentation surfaces in 3-D X-ray CT images using anatomic guidance," in Proc. SPIE Med. Imag., 2004, vol. 5370, pp. 1066-1075.
    • (2004) Proc. SPIE Med. Imag , vol.5370 , pp. 1066-1075
    • Ukil, S.1    Reinhardt, J.M.2
  • 21
    • 23844474845 scopus 로고    scopus 로고
    • Automatic extraction of the pulmonary artery tree from multi-slice CT data
    • T. Bülow, R. Wiemker, T. Blaffert, C. Lorenz, and S. Renisch, "Automatic extraction of the pulmonary artery tree from multi-slice CT data," in Proc. SPIE Med. Imag., 2005, vol. 5746, pp. 730-740.
    • (2005) Proc. SPIE Med. Imag , vol.5746 , pp. 730-740
    • Bülow, T.1    Wiemker, R.2    Blaffert, T.3    Lorenz, C.4    Renisch, S.5
  • 23
    • 0042922565 scopus 로고    scopus 로고
    • Computerized detection of pulmonary embolism in 3-D CT images: Vessel tracking and segmentation techniques
    • C. Zhou et al., "Computerized detection of pulmonary embolism in 3-D CT images: Vessel tracking and segmentation techniques," in Proc. SPIE Med. Imag., 2003, vol. 5032, pp. 1613-1620.
    • (2003) Proc. SPIE Med. Imag , vol.5032 , pp. 1613-1620
    • Zhou, C.1
  • 24
    • 0028742262 scopus 로고
    • Better geometric measurements based on photometric information
    • May
    • L. Vliet and P. W. Verbeek, "Better geometric measurements based on photometric information," in IEEE Proc. Instrum. Measure. Technol Conf., May 1994, vol. 3, pp. 1357-1360.
    • (1994) IEEE Proc. Instrum. Measure. Technol Conf , vol.3 , pp. 1357-1360
    • Vliet, L.1    Verbeek, P.W.2
  • 25
    • 0000760599 scopus 로고    scopus 로고
    • Multiscale vessel enhancement filtering
    • New York: Springer
    • A. Frangi, W. J. Niessen, K. L. Vincken, and M. A. Viergever, "Multiscale vessel enhancement filtering," in MICCAI. New York: Springer, 1998, vol. 2489.
    • (1998) MICCAI , vol.2489
    • Frangi, A.1    Niessen, W.J.2    Vincken, K.L.3    Viergever, M.A.4
  • 26
    • 0035447940 scopus 로고    scopus 로고
    • Efficient detection of second-degree variations in 2D and 3-D images
    • P.-E. Danielsson, Q. Lin, and Q.-Z. Ye, "Efficient detection of second-degree variations in 2D and 3-D images," J. Vis. Commun. Imag. Representat., vol. 12, no. 3, pp. 255-305, 2001.
    • (2001) J. Vis. Commun. Imag. Representat , vol.12 , Issue.3 , pp. 255-305
    • Danielsson, P.-E.1    Lin, Q.2    Ye, Q.-Z.3
  • 27
    • 84943347235 scopus 로고
    • Sequential operations in digital picture processing
    • Oct
    • A. Rosenfeld and J. L. Pfaltz, "Sequential operations in digital picture processing," J. ACM, vol. 13, no. 4, pp. 471-494, Oct. 1966.
    • (1966) J. ACM , vol.13 , Issue.4 , pp. 471-494
    • Rosenfeld, A.1    Pfaltz, J.L.2
  • 28
    • 0003663755 scopus 로고    scopus 로고
    • PRTools a Matlab toolbox for pattern recognition TU Delft
    • Tech. Rep, Delft, The Netherlands, Online, Available
    • R. Duin, PRTools a Matlab toolbox for pattern recognition TU Delft, Tech. Rep., Delft, The Netherlands, 2004 [Online]. Available: http://www.prtools.org
    • (2004)
    • Duin, R.1
  • 30
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • R. Kohavi, "A study of cross-validation and bootstrap for accuracy estimation and model selection," in Proc. Artif. Intell., 1995, pp. 1137-1145.
    • (1995) Proc. Artif. Intell , pp. 1137-1145
    • Kohavi, R.1
  • 31
    • 0031536511 scopus 로고    scopus 로고
    • Improvements on cross-validation: The .632+ bootstrap method
    • B. Efron and R. Tibshirani, "Improvements on cross-validation: The .632+ bootstrap method," J. Am. Stat. Assoc., vol. 92, no. 438, pp. 548-560, 1997.
    • (1997) J. Am. Stat. Assoc , vol.92 , Issue.438 , pp. 548-560
    • Efron, B.1    Tibshirani, R.2
  • 32
    • 0029306995 scopus 로고
    • STATLOG: Comparison of classification algorithms on large real-world problems
    • R. King, C. Feng, and A. Sutherland, "STATLOG: Comparison of classification algorithms on large real-world problems," Appl. Artif. Intell., vol. 9, no. 3, pp. 289-334, 1995.
    • (1995) Appl. Artif. Intell , vol.9 , Issue.3 , pp. 289-334
    • King, R.1    Feng, C.2    Sutherland, A.3
  • 33
    • 26444505673 scopus 로고    scopus 로고
    • Confidence bands for ROC curves: Methods and an empirical study
    • S. Macskassy and F. Provost, "Confidence bands for ROC curves: Methods and an empirical study," ROC Anal. Artif. Intell., 2004.
    • (2004) ROC Anal. Artif. Intell
    • Macskassy, S.1    Provost, F.2
  • 34
    • 35248893452 scopus 로고    scopus 로고
    • Some practical issues for assessment of computer-aided diagnostic schemes
    • Q. Li and K. Doi, "Some practical issues for assessment of computer-aided diagnostic schemes," in SPIE Med. Imag., 2007, vol. 6514.
    • (2007) SPIE Med. Imag , vol.6514
    • Li, Q.1    Doi, K.2
  • 35
    • 13844299395 scopus 로고    scopus 로고
    • Small pulmonary emboli: What do we know?
    • Mar
    • L. Goodman, "Small pulmonary emboli: What do we know?," Radiology (RSNA), vol. 234, no. 3, pp. 654-658, Mar. 2005.
    • (2005) Radiology (RSNA) , vol.234 , Issue.3 , pp. 654-658
    • Goodman, L.1
  • 36
    • 22844446155 scopus 로고    scopus 로고
    • CT imaging in acute pulmonary embolism
    • J. Wildberger et al., "CT imaging in acute pulmonary embolism," Eur. Radiol, vol. 15, no. 5, pp. 919-929, 2005.
    • (2005) Eur. Radiol , vol.15 , Issue.5 , pp. 919-929
    • Wildberger, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.